touch_id_iconThe United States Patent and Trademark Office today published an Apple patent application (via AppleInsider) describing methods for detecting the behavior of the person who is currently using the device and comparing them to past patterns. While the January 2013 patent application, "Generating Notifications Based on User Behavior", speaks relatively generically about such notifications, the invention's utility in providing device security seems clear.

This security method goes beyond the standard PIN-based security by examining cues such as grammar and vocabulary usage, motion sensor data, and gesture input to identify a user. Any changes from the recorded pattern of usage will send an alert that a new person is in control of the phone.

The phone then can either request that the person enter a password or Touch ID scan to confirm their identity or send a notification to a third-party service that alerts the original owner that their phone may be compromised.

A method for determining behavior associated with a user device, comprising: receiving behavior data identifying multiple types of user interaction with the user device; comparing the behavior data with patterns of behavior data associated with the user device, wherein the behavior-data patterns are generated from previously-received behavior data of an original user; determining a current user is potentially different from the original user based on the comparison of the behavior data with the patterns; and transmitting a command to the user device to lock the user device until the current user is verified as the original user.

Apple may be exploring this technology in response to increasing civil pressure to provide advanced security measures for its iOS devices. In the United States, a growing number of politicians, district attorneys and law enforcement officials on both the local and federal levels are asking mobile phone manufacturers to build a kill-switch feature that dissuades theft into their devices. While federal legislation makes it way through Congress, Minnesota earlier this year became the first state to require a kill switch in a mobile phone.

Tag: Patent

Top Rated Comments

macduke Avatar
150 months ago
Dad: I need to google something real quick and make a call. I left my phone in the car

Me: *hands phone to dad*

Siri: You type like an old man. Scan your thumb to verify your identity.

Me: *scans thumb and hands back phone*

Siri: You made an unusual search for "golf clubs". Scan your thumb to verify your identity.

Me: *scans thumb again*

Siri: You pinch to zoom like a noob and your posture has changed. Scan your thumb to verify your identity.

Me: Dad, just go get your iPhone.

…later that day, alone at home with my iPhone…

Siri: Your typing is much improved. Scan your thumb to verify your identity.

----------------------

Being chased by a murderer…

Me: *dialing 911*

Siri: You're trembling and typing erratically. Scan your thumb to verify your identity.

Me: *scans thumb*

Siri: Your thumb placement was unusual and your thumb very moist. Please scan your thumb again to verify your identity.

/dead lol
Score: 11 Votes (Like | Disagree)
RichTF Avatar
150 months ago
Hah, knew this comment would be here.

Gotta love the double standard
Not really a double standard, as the two companies have very different business models. Google makes its money off your personal profile. Apple makes its money off, well, your money.

Why is this so hard to understand? I trust Apple more with my personal details simply because they have no core business reason to abuse them. Google (and Facebook, etc.) do, and so I am more wary of what I give them. Perfectly rational.
Score: 4 Votes (Like | Disagree)
powerstrokin Avatar
150 months ago
Is there a "down vote" button hidden somewhere? I see a lot of posts here are in the negatives...
Score: 2 Votes (Like | Disagree)
kolax Avatar
150 months ago
How about Apple increases security by requiring more than just my passcode to view my saved password database? It's the same on OS X. I want to use a very long secure passphrase for it, but there's no way to do that with iCloud's keychain.

Could be a pain for families who share devices - unless we're going to see user profiles? Though I doubt it as I think Apple would much prefer everyone to buy their own device
Then your pattern would be what the family does. If someone outside your family started using it and it was widely different to the pattern your family does, it'll flag up.
Score: 2 Votes (Like | Disagree)
bpcookson Avatar
150 months ago
Sure, it sounds kinda creepy, but I'd rather Apple have this patent than Google.
Score: 2 Votes (Like | Disagree)
gnasher729 Avatar
150 months ago
Am I the first to think of the criminal side of things to this...I.e. Criminal mastermind is arrested, his/her cronies can remotely force a wipe/kill the device therefore completely destroying any evidence a law enforcement agency could glean from the device? Given that all iPhones supposedly encrypt everything? Probably wrong but it seems that side of things have been possibly completely overlooked?

The iPhone protects criminal masterminds from the police in exactly the same way it protect you from criminal masterminds. And there is no need for cronies to do a remote wipe. Use a strong passcode (not four digits, but ten digits or 8 random letters), set the iPhone to lock automatically after a very short time, and nobody can crack it.

For a search warrant, the police would actually need concrete evidence that evidence is stored on the phone. Saying "he's a criminal mastermind, there is surely same evidence on the phone" won't do, and the criminal mastermind's lawyer will (rightfully) tear anyone apart in court who tries something like that.

----------

Personally I don't care if a "mastermind" has his phone wiped. My data belongs to me. Besides a real wipe takes hours and hours, the iphone probably just marks the data for deletion and never overwrites it so its all still there.

Wrong. All data on any iPhone is encrypted. The encryption key is stored on the device (it is itself encrypted, obviously, and can only be encrypted by you entering the passcode). For safety in case it is accidentally destroyed, it's stored in two places. Erasing these two places is all it takes, and after that the data on the phone is not readable by anyone.
Score: 1 Votes (Like | Disagree)

Popular Stories

maxresdefault

Where's the New Apple TV?

Monday December 22, 2025 11:30 am PST by
Apple hasn't updated the Apple TV 4K since 2022, and 2025 was supposed to be the year that we got a refresh. There were rumors suggesting Apple would release the new Apple TV before the end of 2025, but it looks like that's not going to happen now. Subscribe to the MacRumors YouTube channel for more videos. Bloomberg's Mark Gurman said several times across 2024 and 2025 that Apple would...
iPhone Top Left Hole Punch Face ID Feature Purple

iPhone 18 Pro Launching Next Year With These 12 New Features

Tuesday December 23, 2025 8:36 am PST by
While the iPhone 18 Pro and iPhone 18 Pro Max are not expected to launch for another nine months, there are already plenty of rumors about the devices. Below, we have recapped 12 features rumored for the iPhone 18 Pro models. The same overall design is expected, with 6.3-inch and 6.9-inch display sizes, and a "plateau" housing three rear cameras Under-screen Face ID Front camera in...
apple fitness 2026 1

Apple Teases 'Something Big' Coming Soon to Apple Fitness+

Tuesday December 30, 2025 2:11 pm PST by
The Apple Fitness+ Instagram account today teased that the service has "big plans" for 2026. In a video, several Apple Fitness+ trainers are shown holding up newspapers with headlines related to Apple Fitness+. What's Apple Fitness+ Planning for the New Year? Something Big is Coming to Apple Fitness+ The Countdown Begins. Apple Fitness+ 2026 is Almost Here 2026 Plans Still Under ...
apple intelligence black

Report: Apple's AI Strategy Could Finally Pay Off in 2026

Tuesday December 30, 2025 9:01 am PST by
Apple's restrained artificial intelligence strategy may pay off in 2026 amid the arrival of a revamped Siri and concerns around the AI market "bubble" bursting, The Information argues. The speculative report notes that Apple has taken a restrained approach with AI innovations compared with peers such as OpenAI, Google, and Meta, which are investing hundreds of billions of dollars in data...
maxresdefault

Hands-On With a Rough iPhone Fold Mockup

Monday December 29, 2025 10:55 am PST by
Apple is rumored to be introducing a foldable iPhone in September 2026, and since it will bring the biggest form factor change since the iPhone was introduced in 2007, curiosity about the design is high. A 3D designer created an iPhone Fold design based on rumors, and we printed it out to see how it compares to Apple's current iPhones. Subscribe to the MacRumors YouTube channel for more ...
iOS 26

iOS 26.2 Adds These 8 New Features to Your iPhone

Monday December 22, 2025 8:47 am PST by
Earlier this month, Apple released iOS 26.2, following more than a month of beta testing. It is a big update, with many new features and changes for iPhones. iOS 26.2 adds a Liquid Glass slider for the Lock Screen's clock, offline lyrics in Apple Music, and more. Below, we have highlighted a total of eight new features. Liquid Glass Slider on Lock Screen A new slider in the Lock...
iphone 17 pro dark blue 1

iPhone 17 Pro and Pro Max Users Report Static Speaker Noise While Charging

Tuesday December 30, 2025 10:39 am PST by
iPhone 17 Pro and Pro Max owners are having trouble with the speakers of their devices, and have complained about a static or hissing noise that occurs when the iPhone is charging. There are multiple discussions about the issue on Reddit, the MacRumors forums, and Apple's Support Community, where affected users say there is a noticeable static noise "like an old radio." Some people report...
airpods color prototypes

Apple Tested AirPods in Bright Colors

Saturday December 27, 2025 6:06 am PST by
Apple reportedly tested a version of the first-generation AirPods with bright, iPhone 5c-like colored charging cases. The images, shared by the Apple leaker and prototype collector known as "Kosutami," claim to show first-generation AirPods prototypes with pink and yellow exterior casings. The interior of the charging case and the earbuds themselves remain white. They seem close to some...